On Classification of the Human Emotions from Facial Thermal Images: A Case Study Based on Machine Learning by Marius Sorin Pavel, Simona Moldovanu, Dorel Aiordachioaie

“…., images with Gaussian noise and images with “salt and pepper” type noise that come from two built-in special databases. An augmentation process was applied to the initial raw images that led to the development of the two databases with added noise, as well as the subsequent augmentation of all images, i.e., rotation, reflection, translation and scaling. (2) Methods: The multiclass classification process was implemented through two subsets of methods, i.e., machine learning with random forest (RF), support vector machines (SVM) and k-nearest neighbor (KNN) algorithms and deep learning with the convolutional neural network (CNN) algorithm. (3) Results: The results obtained in this paper with the two subsets of methods belonging to the field of artificial intelligence (AI), together with the two categories of facial thermal images with added noise used as input, were very good, showing a classification accuracy of over 99% for the two categories of images, and the three corresponding classes for each. (4) Discussion: The augmented databases and the additional configurations of the implemented algorithms seems to have had a positive effect on the final classification results.…”
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Evaluation of the status of scientific journals, rank A, of MSRT, based on the desired indicators of Scopus and WoS by Ehsan Ehteshamnejad, Mehdi Ramezani, Mehdi Pakzad bonab

“…From the point of view of publication indexing in specialized databases, the results indicated that 161 journals have no index and 231 journals also have an index in the specialized database. …”
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PolarDB – Infrastructure for Specialized NoSQL Datebases and DBMS by A. G. Marchuk

“…The report presents a new system focused on the creation of specialized databases and database management systems. Based on the analysis of various NoSQL solutions there have been formulated some principles of such a system. …”
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Comparison of Selected Bibliographic Database Subject Overlap for Agricultural Information by Stephanie M. Ritchie, Lauren M. Young, Jessica Sigman

“…Once the domain of a few specialized databases, agricultural research literature is now covered by broad, multidisciplinary databases. …”
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PHARMACOGENETIC TESTING OPPORTUNITIES IN CARDIOLOGY BASED ON EXOME SEQUENCING by N. V. Shcherbakova, A. I. Ershova, A. A. Suvorova, E. Y. Hlebus, A. N. Meshkov, S. A. Boytsov

“…Point mutations were annotated using ANNOVAR program, as well as comparison with a number of specialized databases was done on the basis of user protocols.Results. 11 cardiac drugs and 7 genes which variants can influence cardiac drug metabolism were analyzed. …”
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Artificial intelligence in traditional Chinese medicine: advances in multi-metabolite multi-target interaction modeling by Yu Li, Xiangjun Liu, Jingwen Zhou, Fengjiao Li, Yuting Wang, Qingzhong Liu

“…This review concentrates on the application of AI in TCM target prediction, including multi-omics techniques, TCM-specialized databases, machine learning (ML), deep learning (DL), and cross-modal fusion strategies. …”
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Karate Pathology: A systematic Review by Ali Fatahi, Nazfar Nikjoo

“…Methods The search for articles was performed in specialized databases and articles were selected based on the inclusion and exclusion criteria. …”
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Modern Approaches in Sport Biomechanics: A Review Paper by Maryam Mohammad Pour Koli, Ali Fatahi

“…Methods A systematic search of research articles on new biomechanics approaches published between 2015 and 2023 was conducted. Specialized databases were queried, and 47 articles meeting the inclusion criteria were selected for analysis. …”
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Construction Process and Quality Control Points of the Database for Facial Phenotypes and Clinical Data of Pediatric Growth and Development-related Diseases by QIANG Jiaqi, WANG Yingjing, WU Danning, LIU Runzhu, HUANG Jiuzuo, PAN Hui, LONG Xiao, CHEN Shi

“…Based on the needs of clinical practice, this study proposes to establish a specialized database of pediatric growth and development-related diseases that integrates facial phenotypes and clinical diagnosis and treatment information. …”
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Desafíos y oportunidades de la economía circular en la industria alimenticia: evolución teórica hacía la sostenibilidad by Edgar Modesto Ochoa-Flórez, Álvaro Enrique Suárez-Quiñones, Braillan Alberto Sierra-Ortíz

“…The article aims to analyze the advances of the circular economy and its applicability to the gastronomy sector through a qualitative literature review, addressing the theoretical framework proposed by various authors since the model's inception, based on the analysis of theoretical references and scientific publications found in specialized databases. The results reveal that by applying the circular economy to the gastronomy sector, it is possible to reintegrate waste into the supply chain, strengthening the environmental awareness of microentrepreneurs. …”
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The Concept of Data Mining and Knowledge Extraction Techniques by Renas Rajab Asaad, Revink Masoud Abdulhakim

“…Explain the benefits and uses of mining or mining data stored in specialized databases in various vital areas of society. …”
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An Initial Investigation of Adjoint-Based Unstructured Grid Adaptation for Vortical Flow Simulations by Li Li

“…In VFE-2, 65° delta wings with different leading edges had been broadly investigated by experiments, which resulted in a special database for CFDs codes validation. The emphasis of this paper is to investigate the effectiveness of an adjoint-base grid adaptation method for unstructured grid in capturing concentrated vortices generated at sharp edges or flow separation lines of lifting surfaces flying at high angles of attack. …”
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THE EFFECT OF GLOBALIZATION ON ROMANIAN TOURISM, DURING THE COVID-19 CRISIS by Daniela Marilena DOROBANTU, Alina MARCUTA, Cristiana TINDECHE, Maria STOIAN, Ioana NICULAE, Liviu MARCUTA

“…The research methodology consisted in collecting the existing data on the website of the National Institute of Statistics, as well as in other specialized databases, their processing, analysis and formulation of conclusions. …”
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A review on the impact skills analysis using two physical principles, Impulse- Momentum and Work- Energy in martial arts by Neda Boroushak, Mansour Eslami, Hasan Khoshnoodi

“…  Methods: The search of articles was carried out in specialized databases and then31 related articles selected based on entry and exit criteria were analyzed. …”
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The Effect of Various Exercise Protocols on the Improvement of Upper Cruciate Syndrome: A Systematic Review by Mohsen Barghamadi, Sajjad Ghadimi KheshtMasjedi, Ebrahim Piri

“…The search was conducted across specialized databases including PubMed, WOS, Scopus, SID, Magiran, ISC, Science Direct, JCR, and Google Scholar. …”
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Efficacy and Safety of Antivirals in Lactating Women with Herpesviridae Infections: A Systematic Review by Vasiliki Kallia, Georgios Schinas, Georgios Karagiannopoulos, Karolina Akinosoglou

“…A comprehensive literature search was conducted using PubMed, Cochrane Library, and Scopus, alongside specialized databases like LactMed. Twelve studies were included, comprising three randomized control trials, five observational studies, and four case reports. …”
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A systematic review of data and models for predicting food flavor and texture by Michael Gunning, Ilias Tagkopoulos

“…The review highlights the growing availability of specialized databases which support the development and benchmarking of predictive models. …”
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Personal Files and Lists of Students and Teachers as a Source for Studying Repressions in the Sumy Region in the 1930s by Semeshyn Eduard

“…The author attempted to create a special database of students and teachers in the Sumy region on the basis of personal files and lists containing biographical information. …”
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Football Biomechanics and Performance Enhancement: A Systematic Review by Farhad Nazari, Ali Fatahi

“…Methods Articles were searched through electronic sources in Persian specialized databases: Google Scholar, Magiran, Civilica, Irandoc, SID, ISC and in English databases: Science Direct, Google Scholar, PubMed, and Scopus. …”
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Advancing plant metabolic research by using large language models to expand databases and extract labeled data by Rachel Knapp, Braidon Johnson, Lucas Busta

“…This brings us closer to creating specialized databases that consolidate virtually all published knowledge on a topic. …”
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